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Data Science

Overview of attention for book
Cover of 'Data Science'

Table of Contents

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    Book Overview
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    Chapter 1 A Fine-Grained Emotion Analysis Method for Chinese Microblog
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    Chapter 2 Research of Detection Algorithm for Time Series Abnormal Subsequence
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    Chapter 3 An Improved SVM Based Wind Turbine Multi-fault Detection Method
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    Chapter 4 GPU Based Hash Segmentation Index for Fast T-overlap Query
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    Chapter 5 A Collaborative Filtering Recommendation Algorithm Based on the Difference and the Correlation of Users’ Ratings
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    Chapter 6 Research on Pattern Matching Method of Multivariate Hydrological Time Series
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    Chapter 7 Further Analysis of Candlestick Patterns’ Predictive Power
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    Chapter 8 Partial Least Squares (PLS) Methods for Abnormal Detection of Breast Cells
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    Chapter 9 Desktop Data Driven Approach to Personalize Query Recommendation
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    Chapter 10 Disease Prediction Based on Transfer Learning in Individual Healthcare
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    Chapter 11 Research on Fuzzy Matching Query Algorithm Based on Spatial Multi-keyword
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    Chapter 12 A New Approach to Dense Spectrum Analysis of Infrasonic Signals
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    Chapter 13 Research on XDR Bill Compression Under Big Data Technology
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    Chapter 14 The Scalability of Volunteer Computing for MapReduce Big Data Applications
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    Chapter 15 An Improved FP-Growth Algorithm Based on SOM Partition
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    Chapter 16 A Novel Recommendation Service Method Based on Cloud Model and User Personality
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    Chapter 17 A Cooperative Abnormal Behavior Detection Framework Based on Big Data Analytics
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    Chapter 18 Composite Graph Publication Considering Important Data
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    Chapter 19 Hierarchical Access Control Scheme of Private Data Based on Attribute Encryption
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    Chapter 20 Secret Data-Driven Carrier-Free Secret Sharing Scheme Based on Error Correction Blocks of QR Codes
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    Chapter 21 Template Protection Based on Chaotic Map for Face Recognition
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    Chapter 22 A Fast and Secure Transmission Method Based on Optocoupler for Mobile Storage
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    Chapter 23 Android Malware Detection Using Local Binary Pattern and Principal Component Analysis
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    Chapter 24 Elderly Health Care - Security and Privacy Issue
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    Chapter 25 Secure Multi-party Comparison Protocol and Application
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    Chapter 26 Security Analysis of Secret Image Sharing
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    Chapter 27 PRS: Predication-Based Replica Selection Algorithm for Key-Value Stores
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    Chapter 28 A General (k, n) Threshold Secret Image Sharing Construction Based on Matrix Theory
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    Chapter 29 A Real-Time Visualization Defense Framework for DDoS Attack
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    Chapter 30 A Research and Analysis Method of Open Source Threat Intelligence Data
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    Chapter 31 An Improved Data Packet Capture Method Based on Multicore Platform
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    Chapter 32 Research on Linux Kernel Version Diversity for Precise Memory Analysis
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    Chapter 33 Unsupervised Anomaly Detection for Network Flow Using Immune Network Based K-means Clustering
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    Chapter 34 The Research on Cascading Failure of Farey Network
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    Chapter 35 Optimal Task Recommendation for Spatial Crowdsourcing with Privacy Control
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    Chapter 36 An Information-Aware Privacy-Preserving Accelerometer Data Sharing
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    Chapter 37 A Range-Threshold Based Medical Image Classification Algorithm for Crowdsourcing Platform
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    Chapter 38 A New Method for Medical Image Retrieval Based on Markov Random Field
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    Chapter 39 Three-Dimensional Reconstruction of Wood Carving Cultural Relics Based on CT Tomography Data
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    Chapter 40 Text Feature Extraction and Classification Based on Convolutional Neural Network (CNN)
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    Chapter 41 Predicting Big-Five Personality for Micro-blog Based on Robust Multi-task Learning
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    Chapter 42 Automatic Malware Detection Using Deep Learning Based on Static Analysis
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    Chapter 43 High-Level Multi-difference Cues for Image Saliency Detection
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    Chapter 44 Nonlinear Dimensionality Reduction via Homeomorphic Tangent Space and Compactness
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    Chapter 45 Selective Image Matting with Scalable Variance and Model Rectification
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    Chapter 46 Side-Channel Attacks Based on Collaborative Learning
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    Chapter 47 Research on Hydrological Time Series Prediction Based on Combined Model
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    Chapter 48 A Cross-View Model for Tourism Demand Forecasting with Artificial Intelligence Method
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    Chapter 49 Computational Intensity Prediction Model of Vector Data Overlay with Random Forest Method
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    Chapter 50 An Implementation and Improvement of Convolutional Neural Networks on HSA Platform
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    Chapter 51 An Enhanced Transportation Mode Detection Method Based on GPS Data
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    Chapter 52 The Triangle Collapse Algorithm Based on Angle Error Metrics
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    Chapter 53 Spatial-Temporal Event Detection Method with Multivariate Water Quality Data
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    Chapter 54 Context-Aware Technology of Disabled Health Service for Intelligent Community
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    Chapter 55 DFDVis: A Visual Analytics System for Understanding the Semantics of Data Flow Diagram
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    Chapter 56 Design and Implementation of Medical Data Management System
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    Chapter 57 Recognition of Natural Road Sign Based on the Improved Curvature Feature
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    Chapter 58 Evaluating Cities’ Independent Innovation Capabilities Based on Patent Using Data Analysis Methods
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    Chapter 59 Research on Target Extraction Technology of Fruit and Vegetable Images in the Complex Environment
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    Chapter 60 Route Guidance for Visually Impaired Based on Haptic Technology and Their Spatial Cognition
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    Chapter 61 Prediction of Passenger Flow at Sanya Airport Based on Combined Methods
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    Chapter 62 Research on the Copyright Protection Technology of Digital Clothing Effect Diagram
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    Chapter 63 Visualization Analysis Framework for Large-Scale Software Based on Software Network
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Title
Data Science
Published by
Springer, Singapore, January 2017
DOI 10.1007/978-981-10-6385-5
ISBNs
978-9-81-106384-8, 978-9-81-106385-5
Editors

Beiji Zou, Min Li, Hongzhi Wang, Xianhua Song, Wei Xie, Zeguang Lu

Twitter Demographics

The data shown below were collected from the profiles of 2 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 29 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 29 100%

Demographic breakdown

Readers by professional status Count As %
Lecturer 1 3%
Other 1 3%
Student > Doctoral Student 1 3%
Student > Master 1 3%
Unknown 25 86%
Readers by discipline Count As %
Computer Science 4 14%
Unknown 25 86%